Karan ShahBayes Optimal ClassifierMachine Learning from First Principles: Blog Post 5·4 min read·Jan 19, 2021----
Karan ShahRealizability and Sample Complexity in Machine LearningMachine Learning from First Principles: Blog Post 4·5 min read·Jan 16, 2021----
Karan ShahWhat is Inductive Bias in ML?In the last post we looked at what is the Empirical Risk Minimzer.·3 min read·Nov 17, 2020----
Karan ShahEmpirical Risk Minimizer — ERMMachine Learning from First Principles: Blog Post 2·5 min read·Nov 9, 2020----
Karan ShahWho is a Seeker?Ask yourself what is it that you want? Most people will start with wanting money, fame or power, more and more of it. There is nothing…·2 min read·Nov 5, 2020----
Karan ShahInvesting Ideas for 20 Year OldsIt all started out of frustration a few months ago. I had been trying to find a different job that pays more than the minimum wage because…·6 min read·Nov 4, 2020----
Karan ShahA Lannister Always Pays His DebtsI don’t remember exactly if Peter Dinklage said “A Lannister Always Pays His Debts” as it has been a while since a watched Game Of Thrones…·2 min read·Nov 2, 2020----
Karan ShahWhat is PAC learning?Machine Learning from First Principles: Blog Post 1·3 min read·Nov 1, 2020--1--1
Karan ShahDifference between Statistics and Machine LearningSay for example that you want to understand how your instagram post performs. It is readily available now and the data points that are…·5 min read·Oct 22, 2020----